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Demonstrating Efficient Query Processing in Heterogeneous Environments

Summary: Demonstrates heterogeneity-aware operator placement (HOP) in a hardware-oblivious DB core to exploit diverse accelerators. Emphasizes placement-integration across operators to enable efficient query processing in highly heterogeneous environments, presenting a complete system demonstration. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4895
Venue
SIGMOD
Year
2014
Pagerank
5.7622696e-05
Overall Rank
6,825 | 53.18%
DOI
10.1145/2588555.2594526

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{heimel_sigmod14,
        title = {{Demonstrating Efficient Query Processing in Heterogeneous Environments}},
        author = {Heimel, Max and Markl, Volker and Karnagel, Tomas and Hille, Matthias and Ludwig, Mario and Habich, Dirk and Lehner, Wolfgang},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2594526},
        url = {https://dl.acm.org/doi/10.1145/2588555.2594526},
        year = {2014}
}

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
912 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00013269804
2,140 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0991487e-05
2,181 Streams on Wires — A Query Compiler for FPGAs 2009 VLDB 9.0101847e-05
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